Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 37076 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.1 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 8 |
Attempted is highly overall correlated with Full | High correlation |
NumberOfMajors is highly overall correlated with NumberOfUniqueMajors | High correlation |
NumberOfUniqueMajors is highly overall correlated with NumberOfMajors | High correlation |
Full is highly overall correlated with Attempted | High correlation |
Ethnicity is highly overall correlated with IsHispanic | High correlation |
IsHispanic is highly overall correlated with Ethnicity | High correlation |
Dev is highly imbalanced (79.0%) | Imbalance |
Ethnicity is highly imbalanced (54.6%) | Imbalance |
IsHispanic is highly imbalanced (59.3%) | Imbalance |
Internet has 15832 (42.7%) zeros | Zeros |
PercentageOfRepeats has 30558 (82.4%) zeros | Zeros |
PercentageOfHistDrop has 25109 (67.7%) zeros | Zeros |
CumGPALast has 602 (1.6%) zeros | Zeros |
PercentageOfAbsence has 30482 (82.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-01 17:49:52.075004 |
|---|---|
| Analysis finished | 2023-09-01 17:50:10.712586 |
| Duration | 18.64 seconds |
| Software version | pandas-profiling v0.0.dev0 |
| Download configuration | config.json |
StudentID
Real number (ℝ)
| Distinct | 14352 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5670171 × 109 |
| Minimum | 1.0100064 × 108 |
|---|---|
| Maximum | 1.0112756 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 1.0100064 × 108 |
|---|---|
| 5-th percentile | 1.970071 × 108 |
| Q1 | 5.8000927 × 108 |
| median | 1.0111108 × 1010 |
| Q3 | 1.0112361 × 1010 |
| 95-th percentile | 1.0112742 × 1010 |
| Maximum | 1.0112756 × 1010 |
| Range | 1.0011756 × 1010 |
| Interquartile range (IQR) | 9.532352 × 109 |
Descriptive statistics
| Standard deviation | 4.654677 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.70879625 |
| Kurtosis | -1.6908924 |
| Mean | 6.5670171 × 109 |
| Median Absolute Deviation (MAD) | 1626782.5 |
| Skewness | -0.55315131 |
| Sum | 2.4347872 × 1014 |
| Variance | 2.1666018 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 712001867 | 13 | < 0.1% |
| 1.011110826 × 1010 | 12 | < 0.1% |
| 1.011110491 × 1010 | 12 | < 0.1% |
| 1.011110424 × 1010 | 12 | < 0.1% |
| 502003442 | 12 | < 0.1% |
| 761004119 | 12 | < 0.1% |
| 403009141 | 11 | < 0.1% |
| 114008764 | 11 | < 0.1% |
| 273002269 | 11 | < 0.1% |
| 434007061 | 11 | < 0.1% |
| Other values (14342) | 36959 |
| Value | Count | Frequency (%) |
| 101000642 | 1 | < 0.1% |
| 101001184 | 6 | |
| 101003030 | 4 | |
| 101004016 | 2 | < 0.1% |
| 101008593 | 1 | < 0.1% |
| 101008781 | 1 | < 0.1% |
| 101009897 | 5 | |
| 102001082 | 1 | < 0.1% |
| 102002426 | 3 | |
| 102002757 | 5 |
| Value | Count | Frequency (%) |
| 1.011275622 × 1010 | 1 | |
| 1.011275618 × 1010 | 1 | |
| 1.011275521 × 1010 | 1 | |
| 1.011275481 × 1010 | 1 | |
| 1.011275473 × 1010 | 1 | |
| 1.011275472 × 1010 | 1 | |
| 1.01127547 × 1010 | 1 | |
| 1.011275448 × 1010 | 1 | |
| 1.011275446 × 1010 | 1 | |
| 1.011275443 × 1010 | 1 |
Attempted
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2913205 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 9 |
| Q3 | 12 |
| 95-th percentile | 16 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.1207612 |
|---|---|
| Coefficient of variation (CV) | 0.44350652 |
| Kurtosis | -0.51622739 |
| Mean | 9.2913205 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.29269749 |
| Sum | 344485 |
| Variance | 16.980673 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 5653 | |
| 12 | 4267 | |
| 3 | 3797 | |
| 9 | 3710 | |
| 8 | 3426 | |
| 13 | 3414 | |
| 10 | 2103 | 5.7% |
| 7 | 2054 | 5.5% |
| 4 | 1791 | 4.8% |
| 15 | 1561 | 4.2% |
| Other values (17) | 5300 |
| Value | Count | Frequency (%) |
| 1 | 32 | 0.1% |
| 2 | 82 | 0.2% |
| 3 | 3797 | |
| 4 | 1791 | 4.8% |
| 5 | 197 | 0.5% |
| 6 | 5653 | |
| 7 | 2054 | 5.5% |
| 8 | 3426 | |
| 9 | 3710 | |
| 10 | 2103 | 5.7% |
| Value | Count | Frequency (%) |
| 29 | 2 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 8 | < 0.1% |
| 24 | 6 | < 0.1% |
| 23 | 27 | 0.1% |
| 22 | 35 | 0.1% |
| 21 | 74 | 0.2% |
| 20 | 82 | 0.2% |
| 19 | 388 | |
| 18 | 312 |
Full
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37076 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25015 | |
| 1 | 12061 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 25015 | |
| 1 | 12061 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25015 | |
| 1 | 12061 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37076 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25015 | |
| 1 | 12061 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37076 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25015 | |
| 1 | 12061 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37076 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25015 | |
| 1 | 12061 |
Age
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.41833 |
| Minimum | 14 |
|---|---|
| Maximum | 73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 19 |
| median | 21 |
| Q3 | 27 |
| 95-th percentile | 44 |
| Maximum | 73 |
| Range | 59 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.8026535 |
|---|---|
| Coefficient of variation (CV) | 0.36049367 |
| Kurtosis | 3.362206 |
| Mean | 24.41833 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.8482997 |
| Sum | 905334 |
| Variance | 77.486708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 5017 | |
| 18 | 4532 | |
| 20 | 4396 | |
| 21 | 3125 | 8.4% |
| 17 | 2868 | 7.7% |
| 22 | 1984 | 5.4% |
| 23 | 1526 | 4.1% |
| 24 | 1179 | 3.2% |
| 25 | 987 | 2.7% |
| 26 | 907 | 2.4% |
| Other values (50) | 10555 |
| Value | Count | Frequency (%) |
| 14 | 3 | < 0.1% |
| 15 | 175 | 0.5% |
| 16 | 600 | 1.6% |
| 17 | 2868 | |
| 18 | 4532 | |
| 19 | 5017 | |
| 20 | 4396 | |
| 21 | 3125 | |
| 22 | 1984 | 5.4% |
| 23 | 1526 | 4.1% |
| Value | Count | Frequency (%) |
| 73 | 2 | < 0.1% |
| 72 | 4 | < 0.1% |
| 71 | 3 | < 0.1% |
| 70 | 4 | < 0.1% |
| 69 | 2 | < 0.1% |
| 68 | 6 | < 0.1% |
| 67 | 9 | |
| 66 | 6 | < 0.1% |
| 65 | 13 | |
| 64 | 16 |
Dev
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| 0 | |
|---|---|
| 1 | 2192 |
| 2 | 401 |
| 3 | 35 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37076 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 34448 | |
| 1 | 2192 | 5.9% |
| 2 | 401 | 1.1% |
| 3 | 35 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 34448 | |
| 1 | 2192 | 5.9% |
| 2 | 401 | 1.1% |
| 3 | 35 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 34448 | |
| 1 | 2192 | 5.9% |
| 2 | 401 | 1.1% |
| 3 | 35 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37076 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34448 | |
| 1 | 2192 | 5.9% |
| 2 | 401 | 1.1% |
| 3 | 35 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37076 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 34448 | |
| 1 | 2192 | 5.9% |
| 2 | 401 | 1.1% |
| 3 | 35 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37076 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 34448 | |
| 1 | 2192 | 5.9% |
| 2 | 401 | 1.1% |
| 3 | 35 | 0.1% |
Internet
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3446704 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 15832 |
| Zeros (%) | 42.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5564579 |
|---|---|
| Coefficient of variation (CV) | 1.1575014 |
| Kurtosis | 0.48912431 |
| Mean | 1.3446704 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0962863 |
| Sum | 49855 |
| Variance | 2.4225612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15832 | |
| 1 | 7448 | |
| 2 | 5863 | 15.8% |
| 3 | 3434 | 9.3% |
| 4 | 2768 | 7.5% |
| 5 | 1216 | 3.3% |
| 6 | 396 | 1.1% |
| 7 | 103 | 0.3% |
| 8 | 14 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15832 | |
| 1 | 7448 | |
| 2 | 5863 | 15.8% |
| 3 | 3434 | 9.3% |
| 4 | 2768 | 7.5% |
| 5 | 1216 | 3.3% |
| 6 | 396 | 1.1% |
| 7 | 103 | 0.3% |
| 8 | 14 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 14 | < 0.1% |
| 7 | 103 | 0.3% |
| 6 | 396 | 1.1% |
| 5 | 1216 | 3.3% |
| 4 | 2768 | 7.5% |
| 3 | 3434 | 9.3% |
| 2 | 5863 | 15.8% |
| 1 | 7448 | |
| 0 | 15832 |
PercentageOfRepeats
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.096953554 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 30558 |
| Zeros (%) | 82.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.75 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24431757 |
|---|---|
| Coefficient of variation (CV) | 2.5199444 |
| Kurtosis | 6.2010217 |
| Mean | 0.096953554 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6710229 |
| Sum | 3594.65 |
| Variance | 0.059691073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30558 | |
| 1 | 1550 | 4.2% |
| 0.5 | 1053 | 2.8% |
| 0.25 | 788 | 2.1% |
| 0.3333333333 | 694 | 1.9% |
| 0.2 | 559 | 1.5% |
| 0.6666666667 | 461 | 1.2% |
| 0.4 | 373 | 1.0% |
| 0.1666666667 | 233 | 0.6% |
| 0.75 | 193 | 0.5% |
| Other values (28) | 614 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 30558 | |
| 0.09090909091 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.1111111111 | 3 | < 0.1% |
| 0.125 | 18 | < 0.1% |
| 0.1428571429 | 62 | 0.2% |
| 0.1666666667 | 233 | 0.6% |
| 0.2 | 559 | 1.5% |
| 0.2222222222 | 10 | < 0.1% |
| 0.25 | 788 | 2.1% |
| Value | Count | Frequency (%) |
| 1 | 1550 | |
| 0.9090909091 | 2 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.8888888889 | 6 | < 0.1% |
| 0.875 | 7 | < 0.1% |
| 0.8571428571 | 18 | < 0.1% |
| 0.8333333333 | 32 | 0.1% |
| 0.8 | 96 | 0.3% |
| 0.7777777778 | 3 | < 0.1% |
| 0.75 | 193 | 0.5% |
PercentageOfHistDrop
Real number (ℝ)
| Distinct | 360 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05996983 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 25109 |
| Zeros (%) | 67.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.076923077 |
| 95-th percentile | 0.3 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.076923077 |
Descriptive statistics
| Standard deviation | 0.12968569 |
|---|---|
| Coefficient of variation (CV) | 2.1625156 |
| Kurtosis | 18.63201 |
| Mean | 0.05996983 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7062475 |
| Sum | 2223.4414 |
| Variance | 0.016818379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25109 | |
| 0.2 | 591 | 1.6% |
| 0.25 | 523 | 1.4% |
| 0.1666666667 | 477 | 1.3% |
| 0.125 | 430 | 1.2% |
| 0.1428571429 | 427 | 1.2% |
| 0.1111111111 | 403 | 1.1% |
| 0.3333333333 | 399 | 1.1% |
| 0.1 | 379 | 1.0% |
| 0.5 | 348 | 0.9% |
| Other values (350) | 7990 | 21.6% |
| Value | Count | Frequency (%) |
| 0 | 25109 | |
| 0.01333333333 | 1 | < 0.1% |
| 0.01428571429 | 1 | < 0.1% |
| 0.01515151515 | 1 | < 0.1% |
| 0.01754385965 | 2 | < 0.1% |
| 0.01818181818 | 3 | < 0.1% |
| 0.01886792453 | 1 | < 0.1% |
| 0.01923076923 | 3 | < 0.1% |
| 0.01960784314 | 1 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 221 | |
| 0.8571428571 | 1 | < 0.1% |
| 0.8461538462 | 1 | < 0.1% |
| 0.8333333333 | 4 | < 0.1% |
| 0.8 | 12 | < 0.1% |
| 0.75 | 19 | 0.1% |
| 0.7272727273 | 1 | < 0.1% |
| 0.7142857143 | 7 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.6875 | 1 | < 0.1% |
TermCode
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| B17C | |
|---|---|
| B20C | |
| B18C | |
| B19C | |
| B22C | |
| Other values (9) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 148304 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B17C |
|---|---|
| 2nd row | B17C |
| 3rd row | B18Q |
| 4th row | B20Q |
| 5th row | B21Q |
Common Values
| Value | Count | Frequency (%) |
| B17C | 3436 | |
| B20C | 3342 | |
| B18C | 3336 | |
| B19C | 3124 | |
| B22C | 3030 | |
| B23C | 2985 | |
| B21C | 2809 | 7.6% |
| B17Q | 2708 | 7.3% |
| B18Q | 2506 | 6.8% |
| B19Q | 2463 | 6.6% |
| Other values (4) | 7337 |
Length
| Value | Count | Frequency (%) |
| b17c | 3436 | |
| b20c | 3342 | |
| b18c | 3336 | |
| b19c | 3124 | |
| b22c | 3030 | |
| b23c | 2985 | |
| b21c | 2809 | 7.6% |
| b17q | 2708 | 7.3% |
| b18q | 2506 | 6.8% |
| b19q | 2463 | 6.6% |
| Other values (4) | 7337 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 37076 | |
| 2 | 23464 | |
| 1 | 22548 | |
| C | 22062 | |
| Q | 15014 | |
| 7 | 6144 | 4.1% |
| 8 | 5842 | 3.9% |
| 0 | 5680 | 3.8% |
| 9 | 5587 | 3.8% |
| 3 | 4887 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 74152 | |
| Decimal Number | 74152 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 23464 | |
| 1 | 22548 | |
| 7 | 6144 | 8.3% |
| 8 | 5842 | 7.9% |
| 0 | 5680 | 7.7% |
| 9 | 5587 | 7.5% |
| 3 | 4887 | 6.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 37076 | |
| C | 22062 | |
| Q | 15014 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74152 | |
| Common | 74152 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 23464 | |
| 1 | 22548 | |
| 7 | 6144 | 8.3% |
| 8 | 5842 | 7.9% |
| 0 | 5680 | 7.7% |
| 9 | 5587 | 7.5% |
| 3 | 4887 | 6.6% |
Latin
| Value | Count | Frequency (%) |
| B | 37076 | |
| C | 22062 | |
| Q | 15014 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 148304 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 37076 | |
| 2 | 23464 | |
| 1 | 22548 | |
| C | 22062 | |
| Q | 15014 | |
| 7 | 6144 | 4.1% |
| 8 | 5842 | 3.9% |
| 0 | 5680 | 3.8% |
| 9 | 5587 | 3.8% |
| 3 | 4887 | 3.3% |
MajorChangedFromLast
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37076 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31704 | |
| 1 | 5372 | 14.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31704 | |
| 1 | 5372 | 14.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31704 | |
| 1 | 5372 | 14.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37076 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31704 | |
| 1 | 5372 | 14.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37076 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31704 | |
| 1 | 5372 | 14.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37076 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31704 | |
| 1 | 5372 | 14.5% |
NumberOfMajors
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9280127 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5113643 |
|---|---|
| Coefficient of variation (CV) | 0.59233414 |
| Kurtosis | 2.1119313 |
| Mean | 5.9280127 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.2665267 |
| Sum | 219787 |
| Variance | 12.329679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5827 | |
| 2 | 5332 | |
| 5 | 4621 | |
| 3 | 4335 | |
| 6 | 3518 | |
| 7 | 3224 | |
| 8 | 2520 | |
| 9 | 1781 | 4.8% |
| 10 | 1603 | 4.3% |
| 11 | 1169 | 3.2% |
| Other values (20) | 3146 |
| Value | Count | Frequency (%) |
| 1 | 297 | 0.8% |
| 2 | 5332 | |
| 3 | 4335 | |
| 4 | 5827 | |
| 5 | 4621 | |
| 6 | 3518 | |
| 7 | 3224 | |
| 8 | 2520 | |
| 9 | 1781 | 4.8% |
| 10 | 1603 | 4.3% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 3 | < 0.1% |
| 26 | 5 | < 0.1% |
| 25 | 5 | < 0.1% |
| 24 | 7 | < 0.1% |
| 23 | 10 | < 0.1% |
| 22 | 19 | |
| 21 | 30 |
NumberOfUniqueMajors
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.603652 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.78204162 |
|---|---|
| Coefficient of variation (CV) | 0.48766293 |
| Kurtosis | 1.8685097 |
| Mean | 1.603652 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3241148 |
| Sum | 59457 |
| Variance | 0.61158909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 20339 | |
| 2 | 12158 | |
| 3 | 3676 | 9.9% |
| 4 | 770 | 2.1% |
| 5 | 106 | 0.3% |
| 6 | 25 | 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20339 | |
| 2 | 12158 | |
| 3 | 3676 | 9.9% |
| 4 | 770 | 2.1% |
| 5 | 106 | 0.3% |
| 6 | 25 | 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 25 | 0.1% |
| 5 | 106 | 0.3% |
| 4 | 770 | 2.1% |
| 3 | 3676 | 9.9% |
| 2 | 12158 | |
| 1 | 20339 |
CumGPALast
Real number (ℝ)
| Distinct | 5072 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.951954 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 602 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.3 |
| Q1 | 2.5 |
| median | 3.0513 |
| Q3 | 3.598575 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1.098575 |
Descriptive statistics
| Standard deviation | 0.86017982 |
|---|---|
| Coefficient of variation (CV) | 0.29139336 |
| Kurtosis | 1.4421768 |
| Mean | 2.951954 |
| Median Absolute Deviation (MAD) | 0.5513 |
| Skewness | -1.1287391 |
| Sum | 109446.65 |
| Variance | 0.73990932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4514 | 12.2% |
| 3 | 2611 | 7.0% |
| 3.5 | 1193 | 3.2% |
| 2 | 1185 | 3.2% |
| 2.5 | 755 | 2.0% |
| 0 | 602 | 1.6% |
| 3.25 | 443 | 1.2% |
| 3.75 | 374 | 1.0% |
| 3.6667 | 346 | 0.9% |
| 3.3333 | 340 | 0.9% |
| Other values (5062) | 24713 |
| Value | Count | Frequency (%) |
| 0 | 602 | |
| 0.0667 | 1 | < 0.1% |
| 0.0702 | 1 | < 0.1% |
| 0.087 | 1 | < 0.1% |
| 0.1071 | 1 | < 0.1% |
| 0.1364 | 2 | < 0.1% |
| 0.1429 | 5 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.1538 | 2 | < 0.1% |
| 0.1579 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 4514 | |
| 3.9897 | 1 | < 0.1% |
| 3.9804 | 1 | < 0.1% |
| 3.9701 | 1 | < 0.1% |
| 3.9677 | 1 | < 0.1% |
| 3.9672 | 1 | < 0.1% |
| 3.9671 | 1 | < 0.1% |
| 3.9634 | 1 | < 0.1% |
| 3.962 | 1 | < 0.1% |
| 3.9615 | 1 | < 0.1% |
PercentageOfAbsence
Real number (ℝ)
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.073110454 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 30482 |
| Zeros (%) | 82.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.19455806 |
|---|---|
| Coefficient of variation (CV) | 2.6611524 |
| Kurtosis | 10.430473 |
| Mean | 0.073110454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.1967747 |
| Sum | 2710.6432 |
| Variance | 0.037852838 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30482 | |
| 0.5 | 940 | 2.5% |
| 0.3333333333 | 890 | 2.4% |
| 1 | 765 | 2.1% |
| 0.25 | 698 | 1.9% |
| 0.2 | 533 | 1.4% |
| 0.1666666667 | 401 | 1.1% |
| 0.1428571429 | 307 | 0.8% |
| 0.6666666667 | 233 | 0.6% |
| 0.4 | 229 | 0.6% |
| Other values (67) | 1598 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 30482 | |
| 0.05555555556 | 2 | < 0.1% |
| 0.05882352941 | 2 | < 0.1% |
| 0.0625 | 6 | < 0.1% |
| 0.06666666667 | 7 | < 0.1% |
| 0.07142857143 | 9 | < 0.1% |
| 0.07692307692 | 21 | 0.1% |
| 0.08333333333 | 32 | 0.1% |
| 0.09090909091 | 58 | 0.2% |
| 0.1 | 87 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 765 | |
| 0.9285714286 | 1 | < 0.1% |
| 0.9166666667 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.8888888889 | 5 | < 0.1% |
| 0.875 | 8 | < 0.1% |
| 0.8571428571 | 16 | < 0.1% |
| 0.8461538462 | 1 | < 0.1% |
| 0.8333333333 | 25 | 0.1% |
| 0.8125 | 1 | < 0.1% |
Ethnicity
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| White, Non-Hispanic | |
|---|---|
| Hispanic | |
| Black, Non-Hispanic | |
| American Indian or Alaskan Native | 1650 |
| Asian | 726 |
| Other values (5) | 630 |
Length
| Max length | 35 |
|---|---|
| Median length | 19 |
| Mean length | 17.679604 |
| Min length | 5 |
Characters and Unicode
| Total characters | 655489 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | White, Non-Hispanic |
|---|---|
| 2nd row | White, Non-Hispanic |
| 3rd row | White, Non-Hispanic |
| 4th row | White, Non-Hispanic |
| 5th row | White, Non-Hispanic |
Common Values
| Value | Count | Frequency (%) |
| White, Non-Hispanic | 25651 | |
| Hispanic | 5499 | 14.8% |
| Black, Non-Hispanic | 2920 | 7.9% |
| American Indian or Alaskan Native | 1650 | 4.5% |
| Asian | 726 | 2.0% |
| International | 188 | 0.5% |
| unknown | 185 | 0.5% |
| Unknown or Not Reported | 174 | 0.5% |
| Native Hawaiian or Pacific Islander | 77 | 0.2% |
| Not Hispanic or Latino | 6 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| non-hispanic | 28571 | |
| white | 25651 | |
| hispanic | 5505 | 7.5% |
| black | 2920 | 4.0% |
| or | 1907 | 2.6% |
| native | 1727 | 2.4% |
| american | 1650 | 2.3% |
| indian | 1650 | 2.3% |
| alaskan | 1650 | 2.3% |
| asian | 726 | 1.0% |
| Other values (8) | 1138 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 100058 | |
| n | 71774 | 10.9% |
| a | 46816 | 7.1% |
| c | 38800 | 5.9% |
| s | 36529 | 5.6% |
| 36019 | 5.5% | |
| p | 34250 | 5.2% |
| H | 34153 | 5.2% |
| o | 31385 | 4.8% |
| N | 30478 | 4.6% |
| Other values (22) | 195227 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 462754 | |
| Uppercase Letter | 99574 | 15.2% |
| Space Separator | 36019 | 5.5% |
| Dash Punctuation | 28571 | 4.4% |
| Other Punctuation | 28571 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 100058 | |
| n | 71774 | |
| a | 46816 | |
| c | 38800 | 8.4% |
| s | 36529 | 7.9% |
| p | 34250 | 7.4% |
| o | 31385 | 6.8% |
| e | 29641 | 6.4% |
| t | 28114 | 6.1% |
| h | 25651 | 5.5% |
| Other values (9) | 19736 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 34153 | |
| N | 30478 | |
| W | 25651 | |
| A | 4026 | 4.0% |
| B | 2920 | 2.9% |
| I | 1915 | 1.9% |
| U | 174 | 0.2% |
| R | 174 | 0.2% |
| P | 77 | 0.1% |
| L | 6 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 36019 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 28571 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 28571 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 562328 | |
| Common | 93161 | 14.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 100058 | |
| n | 71774 | |
| a | 46816 | |
| c | 38800 | 6.9% |
| s | 36529 | 6.5% |
| p | 34250 | 6.1% |
| H | 34153 | 6.1% |
| o | 31385 | 5.6% |
| N | 30478 | 5.4% |
| e | 29641 | 5.3% |
| Other values (19) | 108444 |
Common
| Value | Count | Frequency (%) |
| 36019 | ||
| - | 28571 | |
| , | 28571 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 655489 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 100058 | |
| n | 71774 | 10.9% |
| a | 46816 | 7.1% |
| c | 38800 | 5.9% |
| s | 36529 | 5.6% |
| 36019 | 5.5% | |
| p | 34250 | 5.2% |
| H | 34153 | 5.2% |
| o | 31385 | 4.8% |
| N | 30478 | 4.6% |
| Other values (22) | 195227 |
Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| Female | |
|---|---|
| Male | |
| unknown | 45 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.2635937 |
| Min length | 4 |
Characters and Unicode
| Total characters | 195153 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 23357 | |
| Male | 13674 | |
| unknown | 45 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 23357 | |
| male | 13674 | |
| unknown | 45 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 60388 | |
| a | 37031 | |
| l | 37031 | |
| F | 23357 | 12.0% |
| m | 23357 | 12.0% |
| M | 13674 | 7.0% |
| n | 135 | 0.1% |
| u | 45 | < 0.1% |
| k | 45 | < 0.1% |
| o | 45 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 158122 | |
| Uppercase Letter | 37031 | 19.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 60388 | |
| a | 37031 | |
| l | 37031 | |
| m | 23357 | 14.8% |
| n | 135 | 0.1% |
| u | 45 | < 0.1% |
| k | 45 | < 0.1% |
| o | 45 | < 0.1% |
| w | 45 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 23357 | |
| M | 13674 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 195153 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 60388 | |
| a | 37031 | |
| l | 37031 | |
| F | 23357 | 12.0% |
| m | 23357 | 12.0% |
| M | 13674 | 7.0% |
| n | 135 | 0.1% |
| u | 45 | < 0.1% |
| k | 45 | < 0.1% |
| o | 45 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 195153 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 60388 | |
| a | 37031 | |
| l | 37031 | |
| F | 23357 | 12.0% |
| m | 23357 | 12.0% |
| M | 13674 | 7.0% |
| n | 135 | 0.1% |
| u | 45 | < 0.1% |
| k | 45 | < 0.1% |
| o | 45 | < 0.1% |
IsHispanic
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| No | |
|---|---|
| Yes | |
| unknown | 145 |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.1695436 |
| Min length | 2 |
Characters and Unicode
| Total characters | 80438 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 31370 | |
| Yes | 5561 | 15.0% |
| unknown | 145 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 31370 | |
| yes | 5561 | 15.0% |
| unknown | 145 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 31515 | |
| N | 31370 | |
| Y | 5561 | 6.9% |
| e | 5561 | 6.9% |
| s | 5561 | 6.9% |
| n | 435 | 0.5% |
| u | 145 | 0.2% |
| k | 145 | 0.2% |
| w | 145 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43507 | |
| Uppercase Letter | 36931 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 31515 | |
| e | 5561 | 12.8% |
| s | 5561 | 12.8% |
| n | 435 | 1.0% |
| u | 145 | 0.3% |
| k | 145 | 0.3% |
| w | 145 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 31370 | |
| Y | 5561 | 15.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 80438 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 31515 | |
| N | 31370 | |
| Y | 5561 | 6.9% |
| e | 5561 | 6.9% |
| s | 5561 | 6.9% |
| n | 435 | 0.5% |
| u | 145 | 0.2% |
| k | 145 | 0.2% |
| w | 145 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80438 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 31515 | |
| N | 31370 | |
| Y | 5561 | 6.9% |
| e | 5561 | 6.9% |
| s | 5561 | 6.9% |
| n | 435 | 0.5% |
| u | 145 | 0.2% |
| k | 145 | 0.2% |
| w | 145 | 0.2% |
Target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37076 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32172 | |
| 1 | 4904 | 13.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32172 | |
| 1 | 4904 | 13.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32172 | |
| 1 | 4904 | 13.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37076 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32172 | |
| 1 | 4904 | 13.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37076 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32172 | |
| 1 | 4904 | 13.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37076 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32172 | |
| 1 | 4904 | 13.2% |
| StudentID | Attempted | Age | Internet | PercentageOfRepeats | PercentageOfHistDrop | NumberOfMajors | NumberOfUniqueMajors | CumGPALast | PercentageOfAbsence | Full | Dev | TermCode | MajorChangedFromLast | Ethnicity | Gender | IsHispanic | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| StudentID | 1.000 | -0.070 | -0.465 | 0.061 | -0.149 | -0.256 | -0.258 | -0.167 | 0.137 | 0.045 | 0.014 | 0.003 | 0.408 | 0.099 | 0.071 | 0.076 | 0.051 | 0.004 |
| Attempted | -0.070 | 1.000 | 0.163 | 0.384 | 0.064 | 0.049 | 0.126 | 0.162 | -0.033 | 0.029 | 0.775 | 0.105 | 0.066 | 0.108 | 0.036 | 0.042 | 0.028 | 0.135 |
| Age | -0.465 | 0.163 | 1.000 | -0.005 | 0.165 | 0.265 | 0.377 | 0.340 | -0.132 | 0.006 | 0.143 | 0.033 | 0.028 | 0.107 | 0.074 | 0.084 | 0.091 | 0.054 |
| Internet | 0.061 | 0.384 | -0.005 | 1.000 | 0.072 | 0.062 | 0.088 | 0.063 | -0.021 | 0.068 | 0.401 | 0.042 | 0.077 | 0.048 | 0.016 | 0.031 | 0.016 | 0.138 |
| PercentageOfRepeats | -0.149 | 0.064 | 0.165 | 0.072 | 1.000 | 0.324 | 0.140 | 0.062 | -0.342 | 0.123 | 0.219 | 0.134 | 0.036 | 0.041 | 0.027 | 0.006 | 0.028 | 0.129 |
| PercentageOfHistDrop | -0.256 | 0.049 | 0.265 | 0.062 | 0.324 | 1.000 | 0.287 | 0.219 | -0.276 | 0.075 | 0.021 | 0.076 | 0.025 | 0.085 | 0.017 | 0.006 | 0.008 | 0.117 |
| NumberOfMajors | -0.258 | 0.126 | 0.377 | 0.088 | 0.140 | 0.287 | 1.000 | 0.517 | -0.058 | -0.006 | 0.119 | 0.055 | 0.104 | 0.079 | 0.022 | 0.065 | 0.033 | 0.040 |
| NumberOfUniqueMajors | -0.167 | 0.162 | 0.340 | 0.063 | 0.062 | 0.219 | 0.517 | 1.000 | -0.108 | 0.006 | 0.124 | 0.022 | 0.117 | 0.458 | 0.026 | 0.040 | 0.023 | 0.021 |
| CumGPALast | 0.137 | -0.033 | -0.132 | -0.021 | -0.342 | -0.276 | -0.058 | -0.108 | 1.000 | -0.189 | 0.055 | 0.172 | 0.029 | 0.103 | 0.055 | 0.054 | 0.046 | 0.146 |
| PercentageOfAbsence | 0.045 | 0.029 | 0.006 | 0.068 | 0.123 | 0.075 | -0.006 | 0.006 | -0.189 | 1.000 | 0.109 | 0.065 | 0.046 | 0.009 | 0.023 | 0.047 | 0.012 | 0.122 |
| Full | 0.014 | 0.775 | 0.143 | 0.401 | 0.219 | 0.021 | 0.119 | 0.124 | 0.055 | 0.109 | 1.000 | 0.071 | 0.087 | 0.072 | 0.078 | 0.024 | 0.021 | 0.166 |
| Dev | 0.003 | 0.105 | 0.033 | 0.042 | 0.134 | 0.076 | 0.055 | 0.022 | 0.172 | 0.065 | 0.071 | 1.000 | 0.056 | 0.059 | 0.053 | 0.000 | 0.014 | 0.104 |
| TermCode | 0.408 | 0.066 | 0.028 | 0.077 | 0.036 | 0.025 | 0.104 | 0.117 | 0.029 | 0.046 | 0.087 | 0.056 | 1.000 | 0.122 | 0.035 | 0.049 | 0.052 | 0.109 |
| MajorChangedFromLast | 0.099 | 0.108 | 0.107 | 0.048 | 0.041 | 0.085 | 0.079 | 0.458 | 0.103 | 0.009 | 0.072 | 0.059 | 0.122 | 1.000 | 0.019 | 0.017 | 0.012 | 0.041 |
| Ethnicity | 0.071 | 0.036 | 0.074 | 0.016 | 0.027 | 0.017 | 0.022 | 0.026 | 0.055 | 0.023 | 0.078 | 0.053 | 0.035 | 0.019 | 1.000 | 0.104 | 0.695 | 0.030 |
| Gender | 0.076 | 0.042 | 0.084 | 0.031 | 0.006 | 0.006 | 0.065 | 0.040 | 0.054 | 0.047 | 0.024 | 0.000 | 0.049 | 0.017 | 0.104 | 1.000 | 0.006 | 0.011 |
| IsHispanic | 0.051 | 0.028 | 0.091 | 0.016 | 0.028 | 0.008 | 0.033 | 0.023 | 0.046 | 0.012 | 0.021 | 0.014 | 0.052 | 0.012 | 0.695 | 0.006 | 1.000 | 0.007 |
| Target | 0.004 | 0.135 | 0.054 | 0.138 | 0.129 | 0.117 | 0.040 | 0.021 | 0.146 | 0.122 | 0.166 | 0.104 | 0.109 | 0.041 | 0.030 | 0.011 | 0.007 | 1.000 |
| StudentID | Attempted | Full | Age | Dev | Internet | PercentageOfRepeats | PercentageOfHistDrop | TermCode | MajorChangedFromLast | NumberOfMajors | NumberOfUniqueMajors | CumGPALast | PercentageOfAbsence | Ethnicity | Gender | IsHispanic | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 101000642 | 6.0 | 0 | 26.0 | 0 | 2 | 0.00 | 0.142857 | B17C | 0 | 5 | 1 | 1.6857 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 1 | 101001184 | 16.0 | 1 | 27.0 | 0 | 0 | 0.25 | 0.000000 | B17C | 0 | 3 | 1 | 2.6000 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 2 | 101001184 | 10.0 | 0 | 28.0 | 1 | 0 | 0.00 | 0.000000 | B18Q | 1 | 5 | 2 | 2.4286 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 3 | 101001184 | 6.0 | 0 | 30.0 | 0 | 2 | 0.00 | 0.000000 | B20Q | 1 | 7 | 3 | 2.1346 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 4 | 101001184 | 12.0 | 1 | 31.0 | 0 | 0 | 0.00 | 0.000000 | B21Q | 0 | 10 | 3 | 1.9138 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 5 | 101001184 | 6.0 | 0 | 32.0 | 0 | 1 | 0.00 | 0.000000 | B22Q | 1 | 13 | 4 | 2.1000 | 1.000000 | White, Non-Hispanic | Female | No | 0 |
| 6 | 101001184 | 3.0 | 0 | 33.0 | 0 | 0 | 0.00 | 0.000000 | B23C | 1 | 14 | 5 | 2.1711 | 0.333333 | White, Non-Hispanic | Female | No | 0 |
| 7 | 101009897 | 8.0 | 0 | 20.0 | 0 | 0 | 0.00 | 0.000000 | B17C | 0 | 4 | 1 | 3.6970 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 8 | 101009897 | 8.0 | 0 | 20.0 | 0 | 0 | 1.00 | 0.000000 | B17Q | 0 | 6 | 1 | 3.2683 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| 9 | 101009897 | 7.0 | 0 | 21.0 | 0 | 1 | 0.80 | 0.000000 | B18Q | 0 | 9 | 1 | 3.4634 | 0.000000 | White, Non-Hispanic | Female | No | 0 |
| StudentID | Attempted | Full | Age | Dev | Internet | PercentageOfRepeats | PercentageOfHistDrop | TermCode | MajorChangedFromLast | NumberOfMajors | NumberOfUniqueMajors | CumGPALast | PercentageOfAbsence | Ethnicity | Gender | IsHispanic | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37066 | 10112754429 | 11.0 | 1 | 22.0 | 0 | 4 | 0.000000 | 0.25 | B23Q | 0 | 3 | 1 | 3.2857 | 0.0 | Black, Non-Hispanic | Male | No | 0 |
| 37067 | 10112754465 | 9.0 | 1 | 21.0 | 0 | 1 | 0.666667 | 0.00 | B23Q | 0 | 3 | 1 | 0.7500 | 0.5 | Asian | Female | No | 0 |
| 37068 | 10112754483 | 8.0 | 0 | 20.0 | 1 | 1 | 0.000000 | 0.00 | B23Q | 0 | 3 | 1 | 4.0000 | 0.0 | White, Non-Hispanic | Male | No | 0 |
| 37069 | 10112754700 | 4.0 | 0 | 36.0 | 0 | 0 | 1.000000 | 0.25 | B23Q | 0 | 3 | 1 | 0.6667 | 0.5 | White, Non-Hispanic | Female | No | 0 |
| 37070 | 10112754720 | 7.0 | 0 | 25.0 | 0 | 0 | 0.333333 | 0.00 | B23Q | 0 | 3 | 1 | 0.0000 | 0.0 | White, Non-Hispanic | Female | No | 0 |
| 37071 | 10112754731 | 9.0 | 1 | 34.0 | 0 | 2 | 0.333333 | 0.25 | B23Q | 0 | 3 | 1 | 2.0000 | 0.5 | Hispanic | Male | Yes | 0 |
| 37072 | 10112754814 | 4.0 | 0 | 31.0 | 0 | 0 | 0.000000 | 0.00 | B23Q | 0 | 3 | 1 | 4.0000 | 0.0 | American Indian or Alaskan Native | Female | No | 0 |
| 37073 | 10112755207 | 4.0 | 0 | 23.0 | 0 | 0 | 0.000000 | 0.00 | B23Q | 0 | 3 | 1 | 3.2000 | 0.0 | Hispanic | Male | Yes | 0 |
| 37074 | 10112756177 | 12.0 | 1 | 26.0 | 0 | 1 | 0.000000 | 0.00 | B23Q | 0 | 3 | 1 | 3.6250 | 0.0 | American Indian or Alaskan Native | Female | No | 0 |
| 37075 | 10112756221 | 4.0 | 0 | 17.0 | 0 | 0 | 0.000000 | 0.00 | B23Q | 0 | 3 | 1 | 3.0769 | 0.0 | Hispanic | Male | Yes | 0 |